12 citations · 28 across the 4 of their papers we have counts for
3 papers · 1 filter
CoSE: Compositional Stroke Embeddings
Emre Aksan, Thomas Deselaers, Andrea Tagliasacchi +1
We present a generative model for complex free-form structures such as stroke-based drawing tasks. While previous approaches rely on sequence-based models for drawings of basic obj…
IndyLSTMs: Independently Recurrent LSTMs
Pedro Gonnet, Thomas Deselaers
We introduce Independently Recurrent Long Short-term Memory cells: IndyLSTMs. These differ from regular LSTM cells in that the recurrent weights are not modeled as a full matrix, b…
SmartChoices: Hybridizing Programming and Machine Learning
Victor Carbune, Thierry Coppey, Alexander Daryin +3
We present SmartChoices, an approach to making machine learning (ML) a first class citizen in programming languages which we see as one way to lower the entrance cost to applying M…